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        <a href="#definition">definition</a> - <a href="#mistake">mistake</a> -
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              <div class="mycontent">
<div id="definition" class="section level1">
<h1>Definition</h1>
<hr />
<p>A <code>Treemap</code> displays <code>hierarchical</code> data as a
set of nested rectangles. Each group is represented by a rectangle,
which area is proportional to its value. Using color schemes and or
interactivity, it is possible to represent several dimensions: groups,
subgroups etc.</p>
<p>Here is an example describing the <a
href="https://www.data-to-viz.com/story/SevCatOneNumNestedOneObsPerGroup.html">world
population</a> of 250 countries. The world is divided in continent
(group), continent are divided in regions (subgroup), and regions are
divided in countries. In this tree structure, countries are considered
as leaves: they are at the end of the branches.</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a><span class="co"># libraries</span></span>
<span id="cb1-2"><a href="#cb1-2" tabindex="-1"></a><span class="fu">library</span>(tidyverse)</span>
<span id="cb1-3"><a href="#cb1-3" tabindex="-1"></a><span class="fu">library</span>(treemap)</span>
<span id="cb1-4"><a href="#cb1-4" tabindex="-1"></a></span>
<span id="cb1-5"><a href="#cb1-5" tabindex="-1"></a><span class="co"># Load dataset from github</span></span>
<span id="cb1-6"><a href="#cb1-6" tabindex="-1"></a>data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(<span class="st">&quot;https://raw.githubusercontent.com/holtzy/data_to_viz/master/Example_dataset/11_SevCatOneNumNestedOneObsPerGroup.csv&quot;</span>, <span class="at">header=</span>T, <span class="at">sep=</span><span class="st">&quot;;&quot;</span>)</span>
<span id="cb1-7"><a href="#cb1-7" tabindex="-1"></a>data[ <span class="fu">which</span>(data<span class="sc">$</span>value<span class="sc">==-</span><span class="dv">1</span>),<span class="st">&quot;value&quot;</span>] <span class="ot">&lt;-</span> <span class="dv">1</span></span>
<span id="cb1-8"><a href="#cb1-8" tabindex="-1"></a><span class="fu">colnames</span>(data) <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">&quot;Continent&quot;</span>, <span class="st">&quot;Region&quot;</span>, <span class="st">&quot;Country&quot;</span>, <span class="st">&quot;Pop&quot;</span>)</span>
<span id="cb1-9"><a href="#cb1-9" tabindex="-1"></a></span>
<span id="cb1-10"><a href="#cb1-10" tabindex="-1"></a><span class="co"># Plot</span></span>
<span id="cb1-11"><a href="#cb1-11" tabindex="-1"></a>p <span class="ot">&lt;-</span> <span class="fu">treemap</span>(data,</span>
<span id="cb1-12"><a href="#cb1-12" tabindex="-1"></a></span>
<span id="cb1-13"><a href="#cb1-13" tabindex="-1"></a>            <span class="co"># data</span></span>
<span id="cb1-14"><a href="#cb1-14" tabindex="-1"></a>            <span class="at">index=</span><span class="fu">c</span>(<span class="st">&quot;Continent&quot;</span>, <span class="st">&quot;Region&quot;</span>, <span class="st">&quot;Country&quot;</span>),</span>
<span id="cb1-15"><a href="#cb1-15" tabindex="-1"></a>            <span class="at">vSize=</span><span class="st">&quot;Pop&quot;</span>,</span>
<span id="cb1-16"><a href="#cb1-16" tabindex="-1"></a>            <span class="at">type=</span><span class="st">&quot;index&quot;</span>,</span>
<span id="cb1-17"><a href="#cb1-17" tabindex="-1"></a></span>
<span id="cb1-18"><a href="#cb1-18" tabindex="-1"></a>            <span class="co"># Main</span></span>
<span id="cb1-19"><a href="#cb1-19" tabindex="-1"></a>            <span class="at">title=</span><span class="st">&quot;&quot;</span>,</span>
<span id="cb1-20"><a href="#cb1-20" tabindex="-1"></a>            <span class="at">palette=</span><span class="st">&quot;Dark2&quot;</span>,</span>
<span id="cb1-21"><a href="#cb1-21" tabindex="-1"></a></span>
<span id="cb1-22"><a href="#cb1-22" tabindex="-1"></a>            <span class="co"># Borders:</span></span>
<span id="cb1-23"><a href="#cb1-23" tabindex="-1"></a>            <span class="at">border.col=</span><span class="fu">c</span>(<span class="st">&quot;black&quot;</span>, <span class="st">&quot;grey&quot;</span>, <span class="st">&quot;grey&quot;</span>),</span>
<span id="cb1-24"><a href="#cb1-24" tabindex="-1"></a>            <span class="at">border.lwds=</span><span class="fu">c</span>(<span class="dv">1</span>,<span class="fl">0.5</span>,<span class="fl">0.1</span>),</span>
<span id="cb1-25"><a href="#cb1-25" tabindex="-1"></a></span>
<span id="cb1-26"><a href="#cb1-26" tabindex="-1"></a>            <span class="co"># Labels</span></span>
<span id="cb1-27"><a href="#cb1-27" tabindex="-1"></a>            <span class="at">fontsize.labels=</span><span class="fu">c</span>(<span class="fl">0.7</span>, <span class="fl">0.4</span>, <span class="fl">0.3</span>),</span>
<span id="cb1-28"><a href="#cb1-28" tabindex="-1"></a>            <span class="at">fontcolor.labels=</span><span class="fu">c</span>(<span class="st">&quot;white&quot;</span>, <span class="st">&quot;white&quot;</span>, <span class="st">&quot;black&quot;</span>),</span>
<span id="cb1-29"><a href="#cb1-29" tabindex="-1"></a>            <span class="at">fontface.labels=</span><span class="dv">1</span>,</span>
<span id="cb1-30"><a href="#cb1-30" tabindex="-1"></a>            <span class="at">bg.labels=</span><span class="fu">c</span>(<span class="st">&quot;transparent&quot;</span>),</span>
<span id="cb1-31"><a href="#cb1-31" tabindex="-1"></a>            <span class="at">align.labels=</span><span class="fu">list</span>( <span class="fu">c</span>(<span class="st">&quot;center&quot;</span>, <span class="st">&quot;center&quot;</span>), <span class="fu">c</span>(<span class="st">&quot;left&quot;</span>, <span class="st">&quot;top&quot;</span>), <span class="fu">c</span>(<span class="st">&quot;right&quot;</span>, <span class="st">&quot;bottom&quot;</span>)),</span>
<span id="cb1-32"><a href="#cb1-32" tabindex="-1"></a>            <span class="at">overlap.labels=</span><span class="fl">0.5</span><span class="co">#, inflate.labels=T</span></span>
<span id="cb1-33"><a href="#cb1-33" tabindex="-1"></a></span>
<span id="cb1-34"><a href="#cb1-34" tabindex="-1"></a>)</span></code></pre></div>
<p><img src="treemap_files/figure-html/unnamed-chunk-1-1.png" width="672" style="display: block; margin: auto;" /></p>
<p><br></p>
<p><em>Note</em>: You can read more about this story <a
href="https://www.data-to-viz.com/story/SevCatOneNumNestedOneObsPerGroup.html">here</a>,
with many more way to visualize this dataset. Data source: wikipedia and
formating by <a href="https://github.com/mledoze/countries">1</a> and <a
href="http://bl.ocks.org/ganeshv/6a8e9ada3ab7f2d88022">2</a>.</p>
</div>
<div id="what-for" class="section level1">
<h1>What for</h1>
<hr />
<p>Treemaps are used to show two types of information
simultaneously:</p>
<ul>
<li><p>how the whole is divided: for each level of the hierarchy, it is
easy to understand which entity is the most important and how the whole
is distributed among entities. Treemap can even be used without any
hierarchy, just to show the value of several entities like in a
barplot.</p></li>
<li><p>How the hierarchy is organized. Note that it is hard to represent
more than 3 levels on a static version tough.</p></li>
</ul>
<p>Treemaps have the advantage to make efficient use of space, what
makes them useful to represent a big amount of data.</p>
</div>
<div id="variation" class="section level1">
<h1>Variation</h1>
<hr />
<p>The main variation of treemaps concerns the use of interactivity. It
is advised to use it if you have more than 2 or 3 levels of organization
to display. Indeed, treemap get cluttered in this situation
otherwise.</p>
<p>In the figure below, clicking on a group zooms on it a reveals the
underlying structure. Hint: click on the title to come back to the
previous level of the hierarchy.</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" tabindex="-1"></a><span class="fu">library</span>(d3treeR)</span>
<span id="cb2-2"><a href="#cb2-2" tabindex="-1"></a><span class="fu">d3tree2</span>(p, <span class="at">rootname =</span> <span class="st">&quot;General&quot;</span> )</span></code></pre></div>
<div class="d3tree2 html-widget html-fill-item" id="htmlwidget-b9e9bd6aa99e91c22079" style="width:864px;height:480px;"></div>
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</div>
<div id="mistake" class="section level1">
<h1>Common mistakes</h1>
<hr />
<ul>
<li>Don’t annotate more than 3 levels of the hierarchy, it would make
the figure unreadable.</li>
<li>Prioritize the highest level of the hierarchy.</li>
<li>Interactive version really makes sense for treemap.</li>
</ul>
</div>
<div id="related" class="section level1">
<h1>Related</h1>
<hr />
<div class="row">
<div class="col-lg-3 col-md-6 col-sm-6">
<a href="http://www.data-to-viz.com/graph/heatmap.html" class="btn btn-primary mybtnrelated" style="margin-bottom:4px;white-space: normal !important;">
<img  src="https://github.com/holtzy/data_to_viz/raw/master/img/section/HeatmapSmall.png">
<p class="mytitlerelated">
Heatmap
</p>
<p class="mytextrelated">
Representation of data where the individual values contained in a matrix
are represented as colors
</p>
</a>
</div>
<div class="col-lg-3 col-md-6 col-sm-6">
<a href="https://www.data-to-viz.com/graph/circularpacking.html" class="btn btn-primary mybtnrelated" style="margin-bottom:4px;white-space: normal !important;">
<img  src="https://github.com/holtzy/data_to_viz/raw/master/img/section/CircularPackingSmall.png">
<p class="mytitlerelated">
Circular packing
</p>
<p class="mytextrelated">
A circular version of a Treemap to visualize a hierarchical organization
</p>
</a>
</div>
<div class="col-lg-3 col-md-6 col-sm-6">
<a href="https://www.data-to-viz.com/graph/sunburst.html" class="btn btn-primary mybtnrelated" style="margin-bottom:4px;white-space: normal !important;">
<img  src="https://github.com/holtzy/data_to_viz/raw/master/img/section/SunburstSmall.png">
<p class="mytitlerelated">
Sunburst Diagram
</p>
<p class="mytextrelated">
Display a hierarchy through a set of nested donut plots.
</p>
</a>
</div>
<div class="col-lg-3 col-md-6 col-sm-6">
<a href="http://www.data-to-viz.com/graph/dendrogram.html" class="btn btn-primary mybtnrelated" style="margin-bottom:4px;white-space: normal !important;">
<img  src="https://github.com/holtzy/data_to_viz/raw/master/img/section/DendrogramSmall.png">
<p class="mytitlerelated">
Dendrogram
</p>
<p class="mytextrelated">
A network structure used to show a hierarchical organization.
</p>
</a>
</div>
</div>
</div>
<div id="code" class="section level1">
<h1>Build your own</h1>
<hr />
<p>The <a href="https://www.r-graph-gallery.com/treemap.html">R</a>, <a
href="https://www.python-graph-gallery.com/treemap/">Python</a>, <a
href="https://www.react-graph-gallery.com/treemap">React</a> and <a
href="https://d3-graph-gallery.com/treemap.html">D3</a> graph galleries
are 4 websites providing hundreds of chart example, always providing the
reproducible code. Click the button below to see how to build the chart
you need with your favorite programing language.</p>
<p>
<a href="https://www.r-graph-gallery.com/treemap.html" class="btn btn-primary">R
graph gallery</a>
<a href="https://python-graph-gallery.com/treemap/" class="btn btn-primary">Python
gallery</a>
<a href="https://www.react-graph-gallery.com/treemap" class="btn btn-primary">React
gallery</a>
<a href="https://d3-graph-gallery.com/treemap.html" class="btn btn-primary">D3
gallery</a>
</p>
</div>
</div>

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                  Dataviz decision tree
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                <p
                  class="text-center"
                  style="max-width: 600px; font-size: 18px"
                >
                  <a href="https://www.data-to-viz.com">Data To Viz</a> is a
                  comprehensive <b>classification of chart types</b> organized
                  by data input format. Get a high-resolution version of our
                  decision tree delivered to your inbox now!
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<p style="text-align: center;">A work by <a href="https://www.yan-holtz.com/">Yan Holtz</a> for <a href="https://data-to-viz.com">data-to-viz.com</a></p>

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